Characterization and stochastic modeling of uncertainties in the biodiesel production

被引:18
|
作者
Abbasi, Sheraz [1 ]
Diwekar, Urmila M. [1 ,2 ]
机构
[1] Univ Illinois, Dept Bioengn, Chicago, IL 60680 USA
[2] Vishwamitra Res Inst, CUSTOM, Clarendon Hills, IL 60514 USA
关键词
Biodiesel; Stochastic modeling; Uncertainties; FUEL PROPERTIES; METHYL-ESTERS; CANOLA OIL; ACID; TRANSESTERIFICATION;
D O I
10.1007/s10098-013-0596-4
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
There are inherent uncertainties in the biodiesel production process arising out of feedstock composition, operating and design parameters and can have significant impact on the product quality and process economics. In this paper, the uncertainties are quantified in the form of probabilistic distribution function. Stochastic modeling capability is implemented in the ASPEN process simulator to take into consideration these uncertainties and the output is evaluated to determine impact on process efficiency and quality of biodiesel.
引用
收藏
页码:79 / 94
页数:16
相关论文
共 50 条
  • [1] Characterization and stochastic modeling of uncertainties in the biodiesel production
    Sheraz Abbasi
    Urmila M. Diwekar
    Clean Technologies and Environmental Policy, 2014, 16 : 79 - 94
  • [2] Stochastic Modeling of Biodiesel Production Process
    Abbasi, Sheraz
    Diwekar, Urmila
    DESIGN FOR ENERGY AND THE ENVIRONMENT, 2010, : 639 - 647
  • [3] Reduction of uncertainties in characterization of reservoirs using stochastic simulation and production history
    Rodrigues, Luis Glauber
    Schiozer, Denis Jose
    Remacre, Armando Zaupa
    Revista Brasileira de Ciencias Mecanicas/Journal of the Brazilian Society of Mechanical Sciences, 1998, 20 (03): : 381 - 389
  • [4] The influence of initial uncertainties in stochastic degradation modeling
    Deng, Yingjun
    Barros, Anne
    Grall, Antoine
    SAFETY, RELIABILITY AND RISK ANALYSIS: BEYOND THE HORIZON, 2014, : 1403 - 1409
  • [5] Modeling correlated uncertainties in stochastic compartmental models
    Mamis, Konstantinos
    Farazmand, Mohammad
    MATHEMATICAL BIOSCIENCES, 2024, 374
  • [6] Linking experiments to modeling in biodiesel production
    Kiss, Anton A.
    Dimian, Alexandre C.
    Rothenberg, Gadi
    16TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING AND 9TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING, 2006, 21 : 731 - 736
  • [7] Modeling the effects of cosolvents on biodiesel production
    Roosta, Aliakbar
    Sabzpooshan, Iman
    FUEL, 2016, 186 : 779 - 786
  • [8] Modeling the effect of mixing in biodiesel production
    Brasio, Ana S. R.
    Romanenko, Andrey
    Santos, Lino O.
    Fernandes, Natercia C. P.
    BIORESOURCE TECHNOLOGY, 2011, 102 (11) : 6508 - 6514
  • [9] Multiphysics Modeling on Continuous Production of Biodiesel
    Zhang, C.
    Zhu, H. C.
    Hong, T.
    Huang, K. M.
    2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL ELECTROMAGNETICS (ICCEM), 2016, : 75 - 77
  • [10] Stochastic modeling of heat exchanger response to data uncertainties
    Prasad, RC
    Karmeshu
    Bharadwaj, KK
    APPLIED MATHEMATICAL MODELLING, 2002, 26 (06) : 715 - 726